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Title: :  PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA
PaperId: :  10734
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 4 2019
DUI:    16.0415/IJARIIE-10734
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
DONA Victorien BrunoDepartment of physics, Laboratory of Applied Physics and Renewable Energies, Mahajanga, University
MAXWELL DjaffardDepartment of physics, Laboratory of Applied Physics and Renewable Energies, Mahajanga, University
RATIARISON Adolphe AndriamangaDepartment of physics, Laboratory of Atmospheric, Climate and Ocean Dynamics, University of Antananarivo

Abstract

ENERGETIQUE
Sunstroke duration, solar field, Liu and Jordan models, global solar irradiation, estimation; artificial neural networks
The design and sizing of solar energy systems (photovoltaic solar panel, thermal solar panel, parabolic solar concentrators, aerovoltaic system, solar tower chimney, etc.) requires precise knowledge of the solar field at the site where the system will be installed. One of the major factors in the evaluation of the solar field at a given site is the availability of consistent and accurate global inclined irradiation data. This paper proposes the Liu and Jordan models and the artificial network for estimating global solar irradiations in an inclined plane, based on a single meteorological data, the monthly average daily global radiation striking a horizontal plane. The latter is determined from frequently measured meteorological data, solar insolation. These two models lead to almost similar results, confirming the ability of neural networks to accurately predict solar irradiation. Keywords: Sunstroke duration, solar field, Liu and Jordan models, global solar irradiation, estimation; artificial neural networks.

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IJARIIE DONA Victorien Bruno, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga. "PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 4 2019 Page 1303-1312
MLA DONA Victorien Bruno, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga. "PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA." International Journal Of Advance Research And Innovative Ideas In Education 5.4(2019) : 1303-1312.
APA DONA Victorien Bruno, MAXWELL Djaffard, & RATIARISON Adolphe Andriamanga. (2019). PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA. International Journal Of Advance Research And Innovative Ideas In Education, 5(4), 1303-1312.
Chicago DONA Victorien Bruno, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga. "PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 4 (2019) : 1303-1312.
Oxford DONA Victorien Bruno, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga. 'PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, 2019, p. 1303-1312. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/PREDICTION_OF_GLOBAL_SOLAR_IRRADIATIONS_ON_INCLINED_PLANES_BY_LIU___JORDAN_MODELS_AND_THE_ARTIFICIAL_NEURAL_NETWORK__RNA___APPLICATION_SITE_MAHAJANGA_ijariie10734.pdf (Accessed : 17 April 2020).
Harvard DONA Victorien Bruno, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga. (2019) 'PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA', International Journal Of Advance Research And Innovative Ideas In Education, 5(4), pp. 1303-1312IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_GLOBAL_SOLAR_IRRADIATIONS_ON_INCLINED_PLANES_BY_LIU___JORDAN_MODELS_AND_THE_ARTIFICIAL_NEURAL_NETWORK__RNA___APPLICATION_SITE_MAHAJANGA_ijariie10734.pdf (Accessed : 17 April 2020)
IEEE DONA Victorien Bruno, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga, "PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, pp. 1303-1312, Jul-Aug 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_GLOBAL_SOLAR_IRRADIATIONS_ON_INCLINED_PLANES_BY_LIU___JORDAN_MODELS_AND_THE_ARTIFICIAL_NEURAL_NETWORK__RNA___APPLICATION_SITE_MAHAJANGA_ijariie10734.pdf [Accessed : 17 April 2020].
Turabian DONA Victorien Bruno, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga. "PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 4 (17 April 2020).
Vancouver DONA Victorien Bruno, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga. PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 17 April 2020]; 5(4) : 1303-1312. Available from: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_GLOBAL_SOLAR_IRRADIATIONS_ON_INCLINED_PLANES_BY_LIU___JORDAN_MODELS_AND_THE_ARTIFICIAL_NEURAL_NETWORK__RNA___APPLICATION_SITE_MAHAJANGA_ijariie10734.pdf
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